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serotiny 1.0.1 documentation
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serotiny 1.0.1 documentation

Contents:

  • Home
  • Installation
  • Dataframe wrangling
  • Package modules
    • serotiny package
      • serotiny.dataframe package
        • serotiny.dataframe.transforms package
          • serotiny.dataframe.transforms.filter module
          • serotiny.dataframe.transforms.group_cols module
          • serotiny.dataframe.transforms.misc module
          • serotiny.dataframe.transforms.split module
        • serotiny.dataframe.readers module
      • serotiny.datamodules package
        • serotiny.datamodules.dataframe package
          • serotiny.datamodules.dataframe.dataframe_datamodule module
          • serotiny.datamodules.dataframe.utils module
      • serotiny.loggers package
        • serotiny.loggers.mlflow module
      • serotiny.models package
        • serotiny.models.utils package
          • serotiny.models.utils.mlflow module
        • serotiny.models.base_model module
        • serotiny.models.basic_model module
      • serotiny.nn package
        • serotiny.nn.losses package
          • serotiny.nn.losses.adversarial_loss module
          • serotiny.nn.losses.continuous_bernoulli module
          • serotiny.nn.losses.cosine_loss module
          • serotiny.nn.losses.gaussian_nllloss module
          • serotiny.nn.losses.weibull module
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serotiny.models.base_model module#

class serotiny.models.base_model.BaseModel(**kwargs)[source]#

Bases: LightningModule

configure_optimizers()[source]#
forward(x, **kwargs)[source]#
parse_batch(batch)[source]#
predict_step(batch, batch_idx)[source]#
test_epoch_end(outputs)[source]#
test_step(batch, batch_idx)[source]#
train_epoch_end(outputs)[source]#
training_step(batch, batch_idx, optimizer_idx=None)[source]#
validation_epoch_end(outputs)[source]#
validation_step(batch, batch_idx)[source]#
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serotiny.models.basic_model module
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  • serotiny.models.base_model module
    • BaseModel
      • BaseModel.configure_optimizers()
      • BaseModel.forward()
      • BaseModel.parse_batch()
      • BaseModel.predict_step()
      • BaseModel.test_epoch_end()
      • BaseModel.test_step()
      • BaseModel.train_epoch_end()
      • BaseModel.training_step()
      • BaseModel.validation_epoch_end()
      • BaseModel.validation_step()